Weightless Neural Networks for Efficient Edge Inference-Reference-Cited by-同舟云学术

Weightless Neural Networks for Efficient Edge Inference

Published:2022-10-08 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the International Conference on Parallel Architectures and Compilation Techniques
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Author:

Susskind Zachary¹,Arora Aman¹,Miranda Igor D. S.²,Villon Luis A. Q.³,Katopodis Rafael F.³,de Araújo Leandro S.⁴,Dutra Diego L. C.³,Lima Priscila M. V.³,França Felipe M. G.³,Breternitz Mauricio⁵,John Lizy K.¹

Affiliation:

1. The University of Texas at Austin

2. Federal University of Recôncavo da Bahia, Cruz das Almas, Bahia, Brazil

3. Federal University of Rio de Janeiro, Rio de Janeiro, Brazil

4. Fluminense Federal University, Niterói, Rio de Janeiro, Brazil

5. ISCTE Instituto Universitario de Lisboa, Lisbon, Portugal

Funder

National Science Foundation

Fundação para a Ciência e a Tecnologia, I.P. (FCT)

FCT/COMPETE/FEDER, FCT/CMU IT Project FLOYD

CAPES - Brazil - Finance Code 001

Semiconductor Research Corporation

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3559009.3569680

Reference42 articles.

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2. Igor Aleksander , Massimo De Gregorio , Felipe França , Priscila Lima , and Helen Morton . 2009 . A brief introduction to Weightless Neural Systems . In 17th European Symposium on Artificial Neural Networks (ESANN). 299--305 . Igor Aleksander, Massimo De Gregorio, Felipe França, Priscila Lima, and Helen Morton. 2009. A brief introduction to Weightless Neural Systems. In 17th European Symposium on Artificial Neural Networks (ESANN). 299--305.

3. WISARD·a radical step forward in image recognition

4. Austin Appleby. 2016. MurmurHash3. https://github.com/aappleby/smhasher. Austin Appleby. 2016. MurmurHash3. https://github.com/aappleby/smhasher.

5. Alan Bacellar Brunno Goldstein Victor Ferreira Leandro Santiago Priscila Lima and Felipe França. 2020. Fast Deep Neural Networks Convergence using a Weightless Neural Model. In ESANN. Alan Bacellar Brunno Goldstein Victor Ferreira Leandro Santiago Priscila Lima and Felipe França. 2020. Fast Deep Neural Networks Convergence using a Weightless Neural Model. In ESANN.

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